Databricks showcases Enzyme engine at SIGMOD 2026

Databricks made headlines at SIGMOD 2026 by showcasing its Enzyme engine and Spark Declarative Pipelines, aiming to simplify complex data engineering tasks. The company's Enzyme engine extends beyond query acceleration, applying materialized views to ETL use cases.

Google introduced two new AI models: Gemini Omni and Gemini 3.5. Gemini Omni can create videos from various inputs, while Gemini 3.5 is built for complex workflows. These models aim to improve AI capabilities.

Nvidia is investing in photonics companies to address the bottleneck in AI data transfer. Photonics technology uses light to move data instead of electricity, which could significantly improve AI chip and system performance.

The AI boom is creating temporary blue-collar jobs, particularly in construction, as companies rapidly install AI data centers. This surge in demand for AI infrastructure is driving growth in the sector.

However, not everyone is optimistic about AI. Some college students are pushing back against AI, forming anti-AI groups and citing concerns about AI's impact on jobs, creativity, and critical thinking. This reflects a disconnect between business leaders' optimism and students' anxieties.

On the education front, there are concerns that heavy AI use by students can lead to declining critical thinking skills. Researchers suggest that schools should teach students how to use AI responsibly and thoughtfully, and experts propose adding 'useful friction' into AI tools to encourage critical thinking.

In response, the American Federation of Teachers is proposing a policy to limit AI and screen time in elementary schools, aiming to protect critical thinking skills and student well-being.

Several new initiatives aim to boost AI skills and education. The Manufacturing Institute's FAME program added six new chapters, funded by its inaugural FAME Catalyst Grants, as part of its new AI Skills Initiative. Additionally, an app called Doomersion is turning doomscrolling into language learning, using a TikTok-style feed of foreign language videos.

Companies are also developing new AI-related tools. Claroty launched Claire, an AI security agent that helps identify exposures and prioritize remediation efforts. Otari offered an open-source LLM gateway and hosted platform to unify access and management for diverse AI models.

Key Takeaways

• Databricks showcased Enzyme engine and Spark Declarative Pipelines at SIGMOD 2026 to simplify data engineering tasks. • Google introduced Gemini Omni and Gemini 3.5 AI models to improve AI capabilities. • Nvidia is investing in photonics technology to address AI data transfer bottlenecks. • AI data centers are creating temporary blue-collar jobs, particularly in construction. • Some college students are forming anti-AI groups, citing concerns about AI's impact on jobs and critical thinking. • Researchers suggest teaching students to use AI responsibly and adding 'useful friction' to AI tools. • The American Federation of Teachers proposes limiting AI and screen time in elementary schools. • The Manufacturing Institute's FAME program added new chapters to boost AI skills in manufacturing. • Claroty launched Claire, an AI security agent for identifying exposures and prioritizing remediation. • Otari offered an open-source LLM gateway and hosted platform for unified AI model access.

AI in schools sparks concerns about critical thinking

A new study from Oregon State University raises concerns that heavy use of AI by students can lead to declining critical thinking skills. Researchers found that students who rely heavily on AI may stop fully engaging in the learning process. The study suggests that schools should focus on teaching students how to use AI responsibly and thoughtfully. Experts propose adding 'useful friction' into AI tools to encourage students to think through problems before receiving answers.

Teachers push for balance between learning and AI

The American Federation of Teachers is proposing a new policy to limit the use of AI and screen time in elementary schools. The goal is to protect critical thinking skills and student well-being. The policy would restrict AI-powered tools in classrooms and limit screen time. The union argues that excessive screen time can lead to negative effects.

Databricks shines at SIGMOD 2026

Databricks showcased its Enzyme engine and Spark Declarative Pipelines at SIGMOD 2026. The company aims to simplify complex data engineering tasks. The Enzyme engine extends beyond query acceleration, applying materialized views to ETL use cases.

AI data centers creating temporary blue-collar jobs

The rapid installation of AI data centers in the US is creating a boom in temporary blue-collar jobs. Most of these jobs are for construction workers. The surge in demand for AI infrastructure is driving the growth.

Students push back against AI

Some college students are booing speakers who praise AI at commencement ceremonies. Students are also forming anti-AI groups, citing concerns about AI's impact on jobs, creativity, and critical thinking. The pushback reflects a widening disconnect between business leaders' optimism about AI and students' anxieties.

FAME adds new chapters, boosts AI skills

The Manufacturing Institute's FAME program added six new chapters, funded by its inaugural FAME Catalyst Grants. The new chapters will be part of the MI's new AI Skills Initiative. The program aims to train the next generation of manufacturing talent.

Chip companies use light to solve AI bottleneck

AI companies are looking to photonics technology to improve data transfer between AI chips and systems. Photonics uses light to move data instead of electricity. Nvidia is investing in photonics companies to address the bottleneck.

Doomersion turns doomscrolling into language learning

Doomersion is a new app that turns doomscrolling into language learning. The app uses a TikTok-style feed of level-matched foreign language videos with interactive subtitles and passive spaced repetition. The app aims to make language learning more engaging.

Gemini Omni and Gemini 3.5 shine

Google introduced Gemini Omni and Gemini 3.5, two new AI models. Gemini Omni can create videos from various inputs, while Gemini 3.5 is built for complex workflows. The models aim to improve AI capabilities.

Claroty launches AI security agent

Claroty launched Claire, an AI security agent that helps identify exposures and prioritize remediation efforts. The agent is powered by a CPS-focused language model trained on operational technology and industrial security data.

Otari offers open-source LLM gateway

Otari launched an open-source LLM gateway and hosted platform to provide essential tools for AI models. The platform aims to unify access and management for diverse AI models.